def getImpl(self):
from marketsim.gen._out._false import false_ as _false_
from marketsim.gen._out.ops._condition import Condition_IObservableBooleanIObservableBooleanBoolean as _ops_Condition_IObservableBooleanIObservableBooleanBoolean
from marketsim.gen._out.ops._condition import Condition_IObservableBooleanIObservableBooleanIObservableBoolean as _ops_Condition_IObservableBooleanIObservableBooleanIObservableBoolean
from marketsim.gen._out._constant import constant_Int as _constant_Int
from marketsim.gen._out.trader._position import Position_IAccount as _trader_Position_IAccount
from marketsim.gen._out.orderbook._bestprice import BestPrice_IOrderQueue as _orderbook_BestPrice_IOrderQueue
from marketsim.gen._out.orderbook._bids import Bids_IOrderBook as _orderbook_Bids_IOrderBook
from marketsim.gen._out.trader._pershareprice import PerSharePrice_IAccount as _trader_PerSharePrice_IAccount
from marketsim.gen._out.ops._greater import Greater_IObservableFloatFloat as _ops_Greater_IObservableFloatFloat
from marketsim.gen._out.ops._mul import Mul_IObservableFloatFloat as _ops_Mul_IObservableFloatFloat
from marketsim.gen._out.ops._less import Less_IObservableFloatFloat as _ops_Less_IObservableFloatFloat
from marketsim.gen._out.ops._div import Div_IObservableFloatFloat as _ops_Div_IObservableFloatFloat
from marketsim.gen._out.ops._less import Less_IObservableFloatIObservableFloat as _ops_Less_IObservableFloatIObservableFloat
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.ops._greater import Greater_IObservableFloatIObservableFloat as _ops_Greater_IObservableFloatIObservableFloat
from marketsim.gen._out.orderbook._asks import Asks_IOrderBook as _orderbook_Asks_IOrderBook
from marketsim import deref_opt
return deref_opt(
_ops_Condition_IObservableBooleanIObservableBooleanIObservableBoolean(
deref_opt(
_ops_Greater_IObservableFloatFloat(
deref_opt(_trader_Position_IAccount()),
deref_opt(_constant_Int(0)))),
deref_opt(
_ops_Greater_IObservableFloatIObservableFloat(
deref_opt(_trader_PerSharePrice_IAccount()),
deref_opt(
_ops_Div_IObservableFloatFloat(
deref_opt(
_orderbook_BestPrice_IOrderQueue(
deref_opt(
_orderbook_Asks_IOrderBook()))),
deref_opt(
_ops_Sub_FloatFloat(
deref_opt(_constant_Int(1)),
self.lossFactor)))))),
deref_opt(
_ops_Condition_IObservableBooleanIObservableBooleanBoolean(
deref_opt(
_ops_Less_IObservableFloatFloat(
deref_opt(_trader_Position_IAccount()),
deref_opt(_constant_Int(0)))),
deref_opt(
_ops_Less_IObservableFloatIObservableFloat(
deref_opt(_trader_PerSharePrice_IAccount()),
deref_opt(
_ops_Mul_IObservableFloatFloat(
deref_opt(
_orderbook_BestPrice_IOrderQueue(
deref_opt(
_orderbook_Bids_IOrderBook(
)))),
deref_opt(
_ops_Sub_FloatFloat(
deref_opt(_constant_Int(1)),
self.lossFactor)))))),
deref_opt(_false_())))))
def getImpl(self):
from marketsim.gen._out.math._avg import Avg_mathEW as _math_Avg_mathEW
from marketsim.gen._out.math._source import Source_mathmacd as _math_Source_mathmacd
from marketsim.gen._out.math._slow import Slow_mathmacd as _math_Slow_mathmacd
from marketsim.gen._out.math._fast import Fast_mathmacd as _math_Fast_mathmacd
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math._ew import EW_IObservableFloatFloat as _math_EW_IObservableFloatFloat
from marketsim import deref_opt
return deref_opt(
_ops_Sub_FloatFloat(
deref_opt(
_math_Avg_mathEW(
deref_opt(
_math_EW_IObservableFloatFloat(
deref_opt(_math_Source_mathmacd(self.x)),
(2.0 /
((deref_opt(_math_Fast_mathmacd(self.x)) +
1))))))),
deref_opt(
_math_Avg_mathEW(
deref_opt(
_math_EW_IObservableFloatFloat(
deref_opt(_math_Source_mathmacd(self.x)),
(2.0 /
((deref_opt(_math_Slow_mathmacd(self.x)) +
1)))))))))
def getImpl(self):
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math.EW._avg import Avg_IObservableFloatFloat as _math_EW_Avg_IObservableFloatFloat
return _ops_Sub_FloatFloat(
_math_EW_Avg_IObservableFloatFloat(self.x,
(2.0 / ((self.fast + 1)))),
_math_EW_Avg_IObservableFloatFloat(self.x,
(2.0 / ((self.slow + 1)))))
def getImpl(self):
from marketsim.gen._out.orderbook._midprice import MidPrice_IOrderBook as _orderbook_MidPrice_IOrderBook
from marketsim.gen._out.ops._div import Div_FloatFloat as _ops_Div_FloatFloat
from marketsim.gen._out.math.rsi._raw import Raw_IObservableFloatFloatFloat as _math_rsi_Raw_IObservableFloatFloatFloat
from marketsim.gen._out._constant import constant_Float as _constant_Float
from marketsim.gen._out.ops._add import Add_FloatFloat as _ops_Add_FloatFloat
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
return _ops_Sub_FloatFloat(_constant_Float(100.0),_ops_Div_FloatFloat(_constant_Float(100.0),_ops_Add_FloatFloat(_constant_Float(1.0),_math_rsi_Raw_IObservableFloatFloatFloat(_orderbook_MidPrice_IOrderBook(self.book),self.timeframe,self.alpha))))
def getImpl(self):
from marketsim.gen._out.ops._div import Div_FloatFloat as _ops_Div_FloatFloat
from marketsim.gen._out.ops._add import Add_FloatFloat as _ops_Add_FloatFloat
from marketsim.gen._out._constant import constant_Float as _constant_Float
from marketsim.gen._out.math._raw import Raw_mathRSI as _math_Raw_mathRSI
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim import deref_opt
return deref_opt(_ops_Sub_FloatFloat(deref_opt(_constant_Float(100.0)),deref_opt(_ops_Div_FloatFloat(deref_opt(_constant_Float(100.0)),deref_opt(_ops_Add_FloatFloat(deref_opt(_constant_Float(1.0)),deref_opt(_math_Raw_mathRSI(self.x))))))))
def getImpl(self):
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math.macd._macd import MACD_IObservableFloatFloatFloat as _math_macd_MACD_IObservableFloatFloatFloat
from marketsim.gen._out.math.macd._signal import Signal_IObservableFloatFloatFloatFloatFloat as _math_macd_Signal_IObservableFloatFloatFloatFloatFloat
return _ops_Sub_FloatFloat(
_math_macd_MACD_IObservableFloatFloatFloat(self.x, self.slow,
self.fast),
_math_macd_Signal_IObservableFloatFloatFloatFloatFloat(
self.x, self.slow, self.fast, self.timeframe, self.step))
def getImpl(self):
from marketsim.gen._out.math._avg import Avg_mathEW as _math_Avg_mathEW
from marketsim.gen._out.math._source import Source_mathmacd as _math_Source_mathmacd
from marketsim.gen._out.math._slow import Slow_mathmacd as _math_Slow_mathmacd
from marketsim.gen._out.math._fast import Fast_mathmacd as _math_Fast_mathmacd
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math._ew import EW_IObservableFloatFloat as _math_EW_IObservableFloatFloat
from marketsim import deref_opt
return deref_opt(_ops_Sub_FloatFloat(deref_opt(_math_Avg_mathEW(deref_opt(_math_EW_IObservableFloatFloat(deref_opt(_math_Source_mathmacd(self.x)),(2.0/((deref_opt(_math_Fast_mathmacd(self.x))+1))))))),deref_opt(_math_Avg_mathEW(deref_opt(_math_EW_IObservableFloatFloat(deref_opt(_math_Source_mathmacd(self.x)),(2.0/((deref_opt(_math_Slow_mathmacd(self.x))+1)))))))))
def getImpl(self):
from marketsim.gen._out.math._avg import Avg_mathEW as _math_Avg_mathEW
from marketsim.gen._out.orderbook._midprice import MidPrice_IOrderBook as _orderbook_MidPrice_IOrderBook
from marketsim.gen._out.strategy.side._book import Book_strategysideCrossingAverages as _strategy_side_Book_strategysideCrossingAverages
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.strategy.side._alpha_1 import Alpha_1_strategysideCrossingAverages as _strategy_side_Alpha_1_strategysideCrossingAverages
from marketsim.gen._out.strategy.side._alpha_2 import Alpha_2_strategysideCrossingAverages as _strategy_side_Alpha_2_strategysideCrossingAverages
from marketsim.gen._out.math._ew import EW_IObservableFloatFloat as _math_EW_IObservableFloatFloat
from marketsim import deref_opt
return deref_opt(_ops_Sub_FloatFloat(deref_opt(_math_Avg_mathEW(deref_opt(_math_EW_IObservableFloatFloat(deref_opt(_orderbook_MidPrice_IOrderBook(deref_opt(_strategy_side_Book_strategysideCrossingAverages(self.x)))),deref_opt(_strategy_side_Alpha_1_strategysideCrossingAverages(self.x)))))),deref_opt(_math_Avg_mathEW(deref_opt(_math_EW_IObservableFloatFloat(deref_opt(_orderbook_MidPrice_IOrderBook(deref_opt(_strategy_side_Book_strategysideCrossingAverages(self.x)))),deref_opt(_strategy_side_Alpha_2_strategysideCrossingAverages(self.x))))))))
def getImpl(self):
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math._value import Value_mathmacd as _math_Value_mathmacd
from marketsim import deref_opt
from marketsim.gen._out.math._signal import Signal_mathmacdFloatFloat as _math_Signal_mathmacdFloatFloat
return deref_opt(
_ops_Sub_FloatFloat(
deref_opt(_math_Value_mathmacd(self.x)),
deref_opt(
_math_Signal_mathmacdFloatFloat(self.x, self.timeframe,
self.step))))
def getImpl(self):
from marketsim.gen._out.strategy.side._timeframe import Timeframe_strategysideRSIbis as _strategy_side_Timeframe_strategysideRSIbis
from marketsim.gen._out.math._rsi import RSI_IObservableFloatFloatFloat as _math_RSI_IObservableFloatFloatFloat
from marketsim.gen._out.orderbook._midprice import MidPrice_IOrderBook as _orderbook_MidPrice_IOrderBook
from marketsim.gen._out._constant import constant_Float as _constant_Float
from marketsim.gen._out.strategy.side._alpha import Alpha_strategysideRSIbis as _strategy_side_Alpha_strategysideRSIbis
from marketsim.gen._out.math._value import Value_mathRSI as _math_Value_mathRSI
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim import deref_opt
from marketsim.gen._out.orderbook._oftrader import OfTrader_IAccount as _orderbook_OfTrader_IAccount
return deref_opt(_ops_Sub_FloatFloat(deref_opt(_constant_Float(50.0)),deref_opt(_math_Value_mathRSI(deref_opt(_math_RSI_IObservableFloatFloatFloat(deref_opt(_orderbook_MidPrice_IOrderBook(deref_opt(_orderbook_OfTrader_IAccount()))),deref_opt(_strategy_side_Timeframe_strategysideRSIbis(self.x)),deref_opt(_strategy_side_Alpha_strategysideRSIbis(self.x))))))))
def getImpl(self):
from marketsim.gen._out.strategy.side._signal import Signal_FloatFloat as _strategy_side_Signal_FloatFloat
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math.EW._avg import Avg_IObservableFloatFloat as _math_EW_Avg_IObservableFloatFloat
from marketsim.gen._out.orderbook._midprice import MidPrice_IOrderBook as _orderbook_MidPrice_IOrderBook
return _strategy_side_Signal_FloatFloat(
_ops_Sub_FloatFloat(
_math_EW_Avg_IObservableFloatFloat(
_orderbook_MidPrice_IOrderBook(self.book), self.alpha_1),
_math_EW_Avg_IObservableFloatFloat(
_orderbook_MidPrice_IOrderBook(self.book), self.alpha_2)),
self.threshold)
def getImpl(self):
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math._value import Value_mathmacd as _math_Value_mathmacd
from marketsim import deref_opt
from marketsim.gen._out.math._signal import Signal_mathmacdFloatFloat as _math_Signal_mathmacdFloatFloat
return deref_opt(
_ops_Sub_FloatFloat(
deref_opt(_math_Value_mathmacd(self.x)),
deref_opt(_math_Signal_mathmacdFloatFloat(self.x, self.timeframe, self.step)),
)
)
def getImpl(self):
from marketsim.gen._out.orderbook._midprice import MidPrice_IOrderBook as _orderbook_MidPrice_IOrderBook
from marketsim.gen._out.ops._div import Div_FloatFloat as _ops_Div_FloatFloat
from marketsim.gen._out.math.rsi._raw import Raw_IObservableFloatFloatFloat as _math_rsi_Raw_IObservableFloatFloatFloat
from marketsim.gen._out._constant import constant_Float as _constant_Float
from marketsim.gen._out.ops._add import Add_FloatFloat as _ops_Add_FloatFloat
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
return _ops_Sub_FloatFloat(
_constant_Float(100.0),
_ops_Div_FloatFloat(
_constant_Float(100.0),
_ops_Add_FloatFloat(
_constant_Float(1.0),
_math_rsi_Raw_IObservableFloatFloatFloat(
_orderbook_MidPrice_IOrderBook(self.book),
self.timeframe, self.alpha))))
def getImpl(self):
from marketsim.gen._out.math._rsi import RSI_IOrderBookFloatFloat as _math_RSI_IOrderBookFloatFloat
from marketsim.gen._out.orderbook._oftrader import OfTrader_IAccount as _orderbook_OfTrader_IAccount
from marketsim.gen._out._constant import constant_Float as _constant_Float
from marketsim.gen._out.strategy.side._signal import Signal_FloatFloat as _strategy_side_Signal_FloatFloat
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.strategy._generic import Generic_IObservableIOrderIEvent as _strategy_Generic_IObservableIOrderIEvent
return _strategy_Generic_IObservableIOrderIEvent(
self.orderFactory(
_strategy_side_Signal_FloatFloat(
_ops_Sub_FloatFloat(
_constant_Float(50.0),
_math_RSI_IOrderBookFloatFloat(
_orderbook_OfTrader_IAccount(), self.timeframe,
self.alpha)), (50.0 - self.threshold))),
self.eventGen)
def getImpl(self):
from marketsim.gen._out.ops._div import Div_FloatFloat as _ops_Div_FloatFloat
from marketsim.gen._out.ops._add import Add_FloatFloat as _ops_Add_FloatFloat
from marketsim.gen._out._constant import constant_Float as _constant_Float
from marketsim.gen._out.math._raw import Raw_mathRSI as _math_Raw_mathRSI
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim import deref_opt
return deref_opt(
_ops_Sub_FloatFloat(
deref_opt(_constant_Float(100.0)),
deref_opt(
_ops_Div_FloatFloat(
deref_opt(_constant_Float(100.0)),
deref_opt(
_ops_Add_FloatFloat(
deref_opt(_constant_Float(1.0)),
deref_opt(_math_Raw_mathRSI(self.x))))))))
def getImpl(self):
from marketsim.gen._out.math._rsi import RSI_IOrderBookFloatFloat as _math_RSI_IOrderBookFloatFloat
from marketsim.gen._out.strategy.position._desiredposition import DesiredPosition_IObservableFloatISingleAssetTrader as _strategy_position_DesiredPosition_IObservableFloatISingleAssetTrader
from marketsim.gen._out.orderbook._oftrader import OfTrader_IAccount as _orderbook_OfTrader_IAccount
from marketsim.gen._out._constant import constant_Float as _constant_Float
from marketsim.gen._out.observable._oneverydt import OnEveryDt_FloatFloat as _observable_OnEveryDt_FloatFloat
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.ops._mul import Mul_IObservableFloatIObservableFloat as _ops_Mul_IObservableFloatIObservableFloat
return _strategy_position_DesiredPosition_IObservableFloatISingleAssetTrader(
_ops_Mul_IObservableFloatIObservableFloat(
_observable_OnEveryDt_FloatFloat(
_ops_Sub_FloatFloat(
_constant_Float(50.0),
_math_RSI_IOrderBookFloatFloat(
_orderbook_OfTrader_IAccount(self.trader),
self.timeframe, self.alpha)), 1.0), self.k),
self.trader)
def getImpl(self):
from marketsim.gen._out.math._rsi import RSI_IOrderBookFloatFloat as _math_RSI_IOrderBookFloatFloat
from marketsim.gen._out.strategy.position._desiredposition import DesiredPosition_IObservableFloatISingleAssetTrader as _strategy_position_DesiredPosition_IObservableFloatISingleAssetTrader
from marketsim.gen._out.orderbook._oftrader import OfTrader_IAccount as _orderbook_OfTrader_IAccount
from marketsim.gen._out._constant import constant_Float as _constant_Float
from marketsim.gen._out.observable._oneverydt import OnEveryDt_FloatFloat as _observable_OnEveryDt_FloatFloat
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.ops._mul import Mul_IObservableFloatIObservableFloat as _ops_Mul_IObservableFloatIObservableFloat
return _strategy_position_DesiredPosition_IObservableFloatISingleAssetTrader(_ops_Mul_IObservableFloatIObservableFloat(_observable_OnEveryDt_FloatFloat(_ops_Sub_FloatFloat(_constant_Float(50.0),_math_RSI_IOrderBookFloatFloat(_orderbook_OfTrader_IAccount(self.trader),self.timeframe,self.alpha)),1.0),self.k),self.trader)
def getImpl(self):
from marketsim.gen._out._false import false_ as _false_
from marketsim.gen._out.ops._condition import Condition_IObservableBooleanIObservableBooleanBoolean as _ops_Condition_IObservableBooleanIObservableBooleanBoolean
from marketsim.gen._out.ops._condition import Condition_IObservableBooleanIObservableBooleanIObservableBoolean as _ops_Condition_IObservableBooleanIObservableBooleanIObservableBoolean
from marketsim.gen._out._constant import constant_Int as _constant_Int
from marketsim.gen._out.trader._position import Position_IAccount as _trader_Position_IAccount
from marketsim.gen._out.orderbook._bestprice import BestPrice_IOrderQueue as _orderbook_BestPrice_IOrderQueue
from marketsim.gen._out.orderbook._bids import Bids_IOrderBook as _orderbook_Bids_IOrderBook
from marketsim.gen._out.trader._pershareprice import PerSharePrice_IAccount as _trader_PerSharePrice_IAccount
from marketsim.gen._out.ops._greater import Greater_IObservableFloatFloat as _ops_Greater_IObservableFloatFloat
from marketsim.gen._out.ops._mul import Mul_IObservableFloatFloat as _ops_Mul_IObservableFloatFloat
from marketsim.gen._out.ops._less import Less_IObservableFloatFloat as _ops_Less_IObservableFloatFloat
from marketsim.gen._out.ops._div import Div_IObservableFloatFloat as _ops_Div_IObservableFloatFloat
from marketsim.gen._out.ops._less import Less_IObservableFloatIObservableFloat as _ops_Less_IObservableFloatIObservableFloat
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.ops._greater import Greater_IObservableFloatIObservableFloat as _ops_Greater_IObservableFloatIObservableFloat
from marketsim.gen._out.orderbook._asks import Asks_IOrderBook as _orderbook_Asks_IOrderBook
from marketsim import deref_opt
return deref_opt(_ops_Condition_IObservableBooleanIObservableBooleanIObservableBoolean(deref_opt(_ops_Greater_IObservableFloatFloat(deref_opt(_trader_Position_IAccount()),deref_opt(_constant_Int(0)))),deref_opt(_ops_Greater_IObservableFloatIObservableFloat(deref_opt(_trader_PerSharePrice_IAccount()),deref_opt(_ops_Div_IObservableFloatFloat(deref_opt(_orderbook_BestPrice_IOrderQueue(deref_opt(_orderbook_Asks_IOrderBook()))),deref_opt(_ops_Sub_FloatFloat(deref_opt(_constant_Int(1)),self.lossFactor)))))),deref_opt(_ops_Condition_IObservableBooleanIObservableBooleanBoolean(deref_opt(_ops_Less_IObservableFloatFloat(deref_opt(_trader_Position_IAccount()),deref_opt(_constant_Int(0)))),deref_opt(_ops_Less_IObservableFloatIObservableFloat(deref_opt(_trader_PerSharePrice_IAccount()),deref_opt(_ops_Mul_IObservableFloatFloat(deref_opt(_orderbook_BestPrice_IOrderQueue(deref_opt(_orderbook_Bids_IOrderBook()))),deref_opt(_ops_Sub_FloatFloat(deref_opt(_constant_Int(1)),self.lossFactor)))))),deref_opt(_false_())))))
def getImpl(self):
from marketsim.gen._out.strategy.side._signal import Signal_FloatFloat as _strategy_side_Signal_FloatFloat
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math.EW._avg import Avg_IObservableFloatFloat as _math_EW_Avg_IObservableFloatFloat
from marketsim.gen._out.orderbook._midprice import MidPrice_IOrderBook as _orderbook_MidPrice_IOrderBook
return _strategy_side_Signal_FloatFloat(_ops_Sub_FloatFloat(_math_EW_Avg_IObservableFloatFloat(_orderbook_MidPrice_IOrderBook(self.book),self.alpha_1),_math_EW_Avg_IObservableFloatFloat(_orderbook_MidPrice_IOrderBook(self.book),self.alpha_2)),self.threshold)
def getImpl(self):
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math.macd._macd import MACD_IObservableFloatFloatFloat as _math_macd_MACD_IObservableFloatFloatFloat
from marketsim.gen._out.math.macd._signal import Signal_IObservableFloatFloatFloatFloatFloat as _math_macd_Signal_IObservableFloatFloatFloatFloatFloat
return _ops_Sub_FloatFloat(_math_macd_MACD_IObservableFloatFloatFloat(self.x,self.slow,self.fast),_math_macd_Signal_IObservableFloatFloatFloatFloatFloat(self.x,self.slow,self.fast,self.timeframe,self.step))
def getImpl(self):
from marketsim.gen._out.ops._sub import Sub_FloatFloat as _ops_Sub_FloatFloat
from marketsim.gen._out.math.EW._avg import Avg_IObservableFloatFloat as _math_EW_Avg_IObservableFloatFloat
return _ops_Sub_FloatFloat(_math_EW_Avg_IObservableFloatFloat(self.x,(2.0/((self.fast+1)))),_math_EW_Avg_IObservableFloatFloat(self.x,(2.0/((self.slow+1)))))
